August 15, 2013 CSI: A Model for Tracking Short-Term Growth in Canadian Real GDP Bank of Canada Review - Summer 2013 André Binette, Jae Chang Canada’s Short-Term Indicator (CSI) is a new model that exploits the information content of 32 indicators to produce daily updates to forecasts of quarterly real GDP growth. The model is a data-intensive, judgment-free approach to short-term forecasting. While CSI’s forecasts at the start of the quarter are not very accurate, the model’s accuracy increases appreciably as more information becomes available. CSI is the latest addition to a wide range of models and information sources that the Bank of Canada uses, combined with expert judgment, to produce its short-term forecasts. Content Type(s): Publications, Bank of Canada Review articles Topic(s): Econometric and statistical methods JEL Code(s): C, C5, C53, E, E1, E17, E3, E37
August 15, 2013 The Accuracy of Short-Term Forecast Combinations Bank of Canada Review - Summer 2013 Eleonora Granziera, Corinne Luu, Pierre St-Amant This article examines whether combining forecasts of real GDP from different models can improve forecast accuracy and considers which model-combination methods provide the best performance. In line with previous literature, the authors find that combining forecasts generally improves forecast accuracy relative to various benchmarks. Unlike several previous studies, however, they find that, rather than assigning equal weights to each model, unequal weighting based on the past forecast performance of models tends to improve accuracy when forecasts across models are substantially different. Content Type(s): Publications, Bank of Canada Review articles Topic(s): Econometric and statistical methods JEL Code(s): C, C5, C52, C53, E, E3, E37
August 15, 2013 Monitoring Short-Term Economic Developments in Foreign Economies Bank of Canada Review - Summer 2013 Russell Barnett, Pierre Guérin The Bank of Canada uses several short-term forecasting models for the monitoring of key foreign economies - the United States, the euro area, Japan and China. The design of the forecasting models used for each region is influenced by the level of detail required, as well as the timeliness and volatility of data. Forecasts from different models are typically combined to mitigate model uncertainty, and judgment is applied to the model forecasts to incorporate information that is not directly reflected in the most recent indicators. Content Type(s): Publications, Bank of Canada Review articles Topic(s): Business fluctuations and cycles JEL Code(s): E, E3, E37
Is There a Quality Bias in the Canadian CPI? Evidence from Micro Data Staff Working Paper 2013-24 Oleksiy Kryvtsov Rising consumer prices may reflect shifts by consumers to new higher-priced products, mostly for durable and semi-durable goods. I apply Bils’ (2009) methodology to newly available Canadian consumer price data for non-shelter goods and services to estimate how price increases can be divided between quality growth and price inflation. Content Type(s): Staff research, Staff working papers Topic(s): Inflation and prices, Potential output JEL Code(s): E, E3, E31, M, M1, M11, O, O4, O47
The Threat of Counterfeiting in Competitive Search Equilibrium Staff Working Paper 2013-22 Enchuan Shao Recent studies in monetary theory show that if buyers can use lotteries to signal the quality of bank notes, counterfeiting does not occur in a pooling equilibrium. In this paper, I investigate the robustness of this non-existence result by considering an alternative trading mechanism. Content Type(s): Staff research, Staff working papers Topic(s): Bank notes JEL Code(s): D, D8, D82, D83, E, E4, E42
Money Market Rates and Retail Interest Regulation in China: The Disconnect between Interbank and Retail Credit Conditions Staff Working Paper 2013-20 Nathan Porter, TengTeng Xu Interest rates in China are composed of a mix of both market-determined interest rates (interbank rates and bond yields), and regulated interest rates (retail lending and deposit rates), reflecting China’s gradual process of interest rate liberalization. Content Type(s): Staff research, Staff working papers Topic(s): Development economics, Econometric and statistical methods, Financial markets, Monetary policy framework, Monetary policy transmission JEL Code(s): C, C2, C22, E, E4, E43, E5, E52, E58
Business Cycle Effects of Credit Shocks in a DSGE Model with Firm Defaults Staff Working Paper 2013-19 M. Hashem Pesaran, TengTeng Xu This paper proposes a theoretical framework to analyze the relationship between credit shocks, firm defaults and volatility, and to study the impact of credit shocks on business cycle dynamics. Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Credit and credit aggregates, Economic models, Financial institutions JEL Code(s): E, E3, E32, E4, E44, G, G2, G21
What Central Bankers Need to Know about Forecasting Oil Prices Staff Working Paper 2013-15 Christiane Baumeister, Lutz Kilian Forecasts of the quarterly real price of oil are routinely used by international organizations and central banks worldwide in assessing the global and domestic economic outlook, yet little is known about how best to generate such forecasts. Our analysis breaks new ground in several dimensions. Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C53, E, E3, E32, Q, Q4, Q43
May 16, 2013 Unconventional Monetary Policies: Evolving Practices, Their Effects and Potential Costs Bank of Canada Review - Spring 2013 Lena Suchanek, Eric Santor Following the recent financial crisis, major central banks have introduced several types of unconventional monetary policy measures, including liquidity and credit facilities, asset purchases and forward guidance. To date, these measures appear to have been successful. They restored market functioning, facilitated the transmission of monetary policy and supported economic activity. They have potential costs, however, including challenges related to the greatly expanded balance sheets of central banks and the eventual exit from these measures, as well as the vulnerabilities that can arise from prolonged monetary accommodation. Content Type(s): Publications, Bank of Canada Review articles Topic(s): Central bank research, Financial markets, International topics, Monetary policy framework JEL Code(s): E, E5, E52, E58, E6, E65
A New Linear Estimator for Gaussian Dynamic Term Structure Models Staff Working Paper 2013-10 Antonio Diez de los Rios This paper proposes a novel regression-based approach to the estimation of Gaussian dynamic term structure models that avoids numerical optimization. Content Type(s): Staff research, Staff working papers Topic(s): Asset pricing, Econometric and statistical methods, Interest rates JEL Code(s): C, C1, C13, E, E4, E43, G, G1, G12